全球智库信息集成服务系统(G2TT): Efficient basin scale filtering of GRACE satellite products.

G2TT

来源类型	Article
规范类型	其他
DOI	10.1016/j.rse.2017.10.040
	Efficient basin scale filtering of GRACE satellite products.
	Khaki M; Forootan E; Kuhn M; Awange J; Longuevergne L; Wada Y
发表日期	2018
出处	Remote Sensing of Environment 204: 76-93
出版年	2018
语种	英语
摘要	The Gravity Recovery And Climate Experiment (GRACE) satellite mission provides time-variable gravity fields that are commonly used to study regional and global terrestrial total water storage (TWS) changes. These estimates are superimposed by different error sources such as the north–south stripes in the spatial domain and spectral/spatial leakage errors, which should be reduced before use in hydrological applications. Although different filtering methods have been developed to mitigate these errors, their performances are known to vary between regions. In this study, a Kernel Fourier Integration (KeFIn) filter is proposed, which can significantly decrease leakage errors over (small) river basins through a two-step post-processing algorithm. The first step mitigates the measurement noise and the aliasing of unmodelled high-frequency mass variations, and the second step contains an efficient kernel to decrease the leakage errors. To evaluate its performance, the KeFIn filter is compared with commonly used filters based on (i) basin/gridded scaling factors and (ii) ordinary basin averaging kernels. Two test scenarios are considered that include synthetic data with properties similar to GRACE TWS estimates within 43 globally distributed river basins of various sizes and application of the filters on real GRACE data. The KeFIn filter is assessed against water flux observations through the water balance equations as well as in-situ measurements. Results of both tests indicate a remarkable improvement after applying the KeFIn filter with leakage errors reduced in 34 out of the 43 assessed river basins and an average improvement of about 23.38% in leakage error reduction compared to other filters applied in this study.
主题	Water (WAT)
关键词	GRACE filter River basin Leakage reduction Hydrology Hydrological fluxes
URL	http://pure.iiasa.ac.at/id/eprint/14946/
来源智库	International Institute for Applied Systems Analysis (Austria)
引用统计
资源类型	智库出版物
条目标识符	http://119.78.100.153/handle/2XGU8XDN/131436
推荐引用方式 GB/T 7714	Khaki M,Forootan E,Kuhn M,et al. Efficient basin scale filtering of GRACE satellite products.. 2018.